| Presentation | 2016-10-21 Image Categorization Using Collaborative Mean Attraction Hiroki Ogihara, Masayuki Mukunoki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we apply Collaborative Mean Attraction (CMA) method, which has been applied to person re-identification problem, to image categorazation problem. Experimental results using the caltech101 dataset reveal that CMA shows better categorization accuracy than standard SVM method, particularly in the case when the training data is relatively small. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Generic Object Recognition / CMA method / ImageNet / Caltech Dataset |
| Paper # | PRMU2016-109 |
| Date of Issue | 2016-10-13 (PRMU) |
| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2016/10/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Eisaku Maeda(NTT) |
| Vice Chair | Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) |
| Secretary | Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) |
| Assistant | Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Categorization Using Collaborative Mean Attraction |
| Sub Title (in English) | |
| Keyword(1) | Generic Object Recognition |
| Keyword(2) | CMA method |
| Keyword(3) | ImageNet |
| Keyword(4) | Caltech Dataset |
| Keyword(5) | |
| 1st Author's Name | Hiroki Ogihara |
| 1st Author's Affiliation | University of Miyazaki(Univ. of Miyazaki) |
| 2nd Author's Name | Masayuki Mukunoki |
| 2nd Author's Affiliation | University of Miyazaki(Univ. of Miyazaki) |
| Date | 2016-10-21 |
| Paper # | PRMU2016-109 |
| Volume (vol) | vol.116 |
| Number (no) | PRMU-259 |
| Page | pp.pp.103-106(PRMU), |
| #Pages | 4 |
| Date of Issue | 2016-10-13 (PRMU) |